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# SPDX-FileCopyrightText: Copyright (c) 2020-2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: LicenseRef-NvidiaProprietary
#
# NVIDIA CORPORATION, its affiliates and licensors retain all intellectual
# property and proprietary rights in and to this material, related
# documentation and any modifications thereto. Any use, reproduction,
# disclosure or distribution of this material and related documentation
# without an express license agreement from NVIDIA CORPORATION or
# its affiliates is strictly prohibited.
import sys
import inspect
import os.path
import urllib.parse
import csv
import sqlite3
import re
import argparse
class Report:
class Error(Exception):
pass
class Error_MissingDatabaseFile(Error):
def __init__(self, filename):
super().__init__(f'Database file {filename} does not exist.')
class Error_InvalidDatabaseFile(Error):
def __init__(self, filename):
super().__init__(f'Database file {filename} could not be opened and appears to be invalid.')
class Error_InvalidSQL(Error):
def __init__(self, sql):
super().__init__(f'Bad SQL statement: {sql}')
class Error_ArgumentError(Error):
def __init__(self, msg):
super().__init__(msg)
class ArgumentParser(argparse.ArgumentParser):
def __init__(self, **kwargs):
self._options = []
super().__init__(self, **kwargs)
def exit(self, status=0, message=None):
raise Report.Error_ArgumentError(message)
def error(self, message):
raise Report.Error_ArgumentError(message)
# Allow optional arguments without dashes.
def add_optional_arg(self, *args, **kwargs):
self._options.extend(args)
dash_args = []
for arg in args:
if arg[0] == '+':
dash_args.append(arg[1:])
else:
dash_args.append('--' + arg)
return self.add_argument(*dash_args, **kwargs)
def parse_optional_dashless_args(self, args, parsed_args=None):
formatted_args = []
for arg in args:
if arg.split('=')[0] in self._options:
arg = '--' + arg
formatted_args.append(arg)
return self.parse_args(formatted_args, namespace=parsed_args)
# SQL Aggregate function that takes two arguments: start and end. Finds the
# total duration where at least one range is active, but doesn't over-count
# when events overlap. Events can be fed in any order.
class SQLiteAggregateUniqueDuration:
def __init__(self):
self.segments = []
def step(self, start, end):
if start >= end:
return
new_segs = []
new_start = start
new_end = end
for s in self.segments:
if start <= s[1] and end >= s[0]:
new_start = min(new_start, s[0])
new_end = max(new_end, s[1])
else:
new_segs.append(s)
new_segs.append([new_start, new_end])
self.segments = new_segs
def finalize(self):
dur = 0
for s in self.segments:
dur += s[1] - s[0]
self.segments = []
return dur
EXIT_HELP = 25
EXIT_DB = 26
EXIT_NODATA = 27
EXIT_SCRIPT = 28
EXIT_INVALID_ARG = 29
DEFAULT_ROW_LIMIT = 50
_LOAD_TABLE_QUERY = """
SELECT name
FROM sqlite_master
WHERE type LIKE 'table'
OR type LIKE 'view';
"""
_CREATE_FILTERED_VIEW_QUERY = """
CREATE TEMP VIEW {TABLE} AS
SELECT rowid, *
FROM main.{TABLE}
WHERE ((start >= {START} AND start < {END})
OR (end >= {START} AND end < {END})
OR (start < {START} AND end >= {END}))
"""
_FIND_NVTX_RANGE_QUERY = """
WITH
domain AS (
SELECT
domainId,
globalTid,
text
FROM
NVTX_EVENTS
WHERE
eventType == 75 -- EVENT_TYPE_NVTX_DOMAIN_CREATE
)
SELECT
nvtx.start,
nvtx.end,
nvtx.globalTid
FROM
NVTX_EVENTS AS nvtx
LEFT JOIN
domain
ON nvtx.domainId == domain.domainId
AND nvtx.globalTid >> 24 == domain.globalTid >> 24
LEFT JOIN
StringIds AS sid
ON nvtx.textId == sid.id
WHERE
nvtx.eventType IN (59, 60, 70, 71) -- EVENT_TYPE_NVTX[T]_(PUSHPOP|STARTEND)_RANGE
AND coalesce(nvtx.text, sid.value) || coalesce('@' || domain.text, '') == '{NVTX_RANGE}'
ORDER BY 1
LIMIT 1 OFFSET {NVTX_IDX}
"""
_boilerplate_statements = [
f'pragma cache_size=-{32 * 1024}', # Set main DB page cache to 32MB
f'pragma temp.cache_size=-{32 * 1024}', # Set temp DB page cache to 32MB
]
_arg_opts = [
[['start'], {'type': int, 'help': 'start time used for filtering'}],
[['end'], {'type': int, 'help': 'end time used for filtering'}],
[['nvtx'], {'type': str, 'help': 'NVTX range and domain for filtering'}],
]
script_name = None
display_name = 'NO NAME GIVEN'
usage = "{SCRIPT} -- NO USAGE INFORMATION PROVIDED"
should_display = True
table_checks = {}
table_col_checks = {}
statements = []
query = "SELECT 1 AS 'ONE'"
def __init__(self, dbfile, args=[]):
self._tables = None
self._dbcon = None
self._dbcur = None
self._dbfile = dbfile
self._args = []
self._headers = []
self._parsed_args = None
self._parser = None
if isinstance(args, argparse.Namespace):
self._parsed_args = args
else:
self._args = args
# Check DB file
if not os.path.exists(self._dbfile):
raise self.Error_MissingDatabaseFile(self._dbfile)
# Open DB file
dburi_query = {
'mode': 'ro',
'nolock': '1',
'immutable': '1'
}
qstr = urllib.parse.urlencode(dburi_query)
urlstr = urllib.parse.urlunsplit(['file', '', os.path.abspath(self._dbfile), qstr, ''])
try:
self._dbcon = sqlite3.connect(urlstr, isolation_level=None, uri=True, check_same_thread=False)
except sqlite3.Error:
self._dbcon = None
raise self.Error_InvalidDatabaseFile(self._dbfile)
# attach helper functions
self._dbcon.create_aggregate('unique_duration', 2, self.SQLiteAggregateUniqueDuration)
# load tables
try:
cur = self._dbcon.execute(self._LOAD_TABLE_QUERY)
except sqlite3.Error:
raise self.Error_InvalidDatabaseFile(self._dbfile)
self._tables = set(r[0] for r in cur.fetchall())
self._dbfile_basename = os.path.basename(os.path.splitext(self._dbfile)[0])
def __del__(self):
if self._dbcon != None:
self._dbcon.close()
def table_exists(self, table):
return table in self._tables
def search_tables(self, regex_str):
regex = re.compile(regex_str)
matches = []
for t in self._tables:
if regex.search(t) != None:
matches.append(t)
return matches
def table_col_exists(self, table, col):
q = 'SELECT name FROM pragma_table_info(?) WHERE name = ?'
try:
cur = self._dbcon.execute(q, (table, col))
except sqlite3.Error:
raise self.Error_InvalidSQL(q)
return cur.fetchone() != None
def check_columns(self):
for table, columns in self.table_col_checks.items():
for col, errmsg in columns.items():
if not self.table_col_exists(table, col):
return errmsg
def setup(self):
for table, errmsg in self.table_checks.items():
if not self.table_exists(table):
return errmsg
errmsg = self.check_columns()
if errmsg != None:
return errmsg
self._parser = self.ArgumentParser(allow_abbrev=False)
for opt in self._get_arg_options():
self._parser.add_optional_arg(*opt[0], **opt[1])
self._parsed_args = self._parser.parse_optional_dashless_args(self._args, self._parsed_args)
pid = getattr(self._parsed_args, 'process', -1)
# Negative value indicates no filtering.
pid = None if pid < 0 else pid
tid = getattr(self._parsed_args, 'thread', -1)
tid = None if tid < 0 else tid
errmsg = self.filter_time_range(self._parsed_args.start,
self._parsed_args.end, self._parsed_args.nvtx, pid, tid)
if errmsg != None:
return errmsg
def get_statements(self):
return self.statements
def _execute_statement(self, stmt):
if self._dbcon == None:
raise RuntimeError(f'Called {__name__}() with invalid database connection.')
try:
self._dbcon.execute(stmt)
except sqlite3.Error as err:
return str(err)
def run_statements(self):
for stmt in self._boilerplate_statements:
errmsg = self._execute_statement(stmt)
if errmsg != None:
return errmsg
for stmt in self.get_statements():
errmsg = self._execute_statement(stmt)
if errmsg != None:
return errmsg
def get_query(self):
return self.query
def run_query(self):
csvw = csv.writer(sys.stdout)
qcur = self._dbcon.execute(self.get_query())
qcur.arraysize = 100
header = list(d[0] for d in qcur.description)
csvw.writerow(header)
rows = qcur.fetchmany()
while rows != []:
csvw.writerows(rows)
rows = qcur.fetchmany()
def start_query(self):
if self._dbcon == None:
raise RuntimeError(f'Called {__name__}() with invalid database connection.')
if self._dbcur != None:
raise RuntimeError(f'Called {__name__}() more than once.')
try:
self._dbcur = self._dbcon.execute(self.get_query())
except sqlite3.Error as err:
return str(err)
self._headers = list(d[0] for d in self._dbcur.description)
def get_query_row(self):
if self._dbcon == None:
raise RuntimeError(f'Called {__name__}() with invalid database connection.')
if self._dbcur == None:
raise RuntimeError(f'Called {__name__}() without valid query.')
row = self._dbcur.fetchone()
if row == None:
del self._dbcur
self._dbcur = None
return row
def _query_nvtx_filter_range(self, nvtx):
if self._dbcon == None:
raise RuntimeError(f'Called {__name__}() with invalid database connection.')
if not self.table_exists('NVTX_EVENTS'):
errmsg = "{DBFILE} does not contain NV Tools Extension (NVTX) data.".format(
DBFILE = self.dbfile)
return (errmsg, None, None, None)
if not self.table_exists('StringIds'):
errmsg = "{DBFILE} file does not contain StringIds table.".format(
DBFILE = self.dbfile)
return (errmsg, None, None, None)
nvtx_range = nvtx
nvtx_idx = 0
# Find last slash (in case name contains a slash) and try to
# convert integer behind it. If number won't convert, assume
# slash and anything trailing is part of the name.
slash_idx = nvtx.rfind("/")
if slash_idx != -1:
name = nvtx[:slash_idx]
numbStr = nvtx[slash_idx+1:]
numb = None
try:
numb = int(numbStr)
if numb < 0:
numb = None
except:
pass
if numb is not None:
nvtx_range = name
nvtx_idx = numb
try:
cur = self._dbcon.execute(self._FIND_NVTX_RANGE_QUERY.format(
NVTX_RANGE = nvtx_range, NVTX_IDX = nvtx_idx))
except sqlite3.Error as err:
return (str(err), None, None, None)
row = cur.fetchone()
if row:
return (None, row[0], row[1], row[2])
errmsg = "NVTX range '{NVTX_RANGE}' could not be found in {DBFILE}.".format(
NVTX_RANGE = nvtx,
DBFILE = self.dbfile)
return (errmsg, None, None, None)
# Filters tables according to start, end, and nvtx flags, if applicable.
# Tables that should NOT be filtered (e.g. those used for correlation ID matching)
# should be prefixed with 'main' in the query.
def filter_time_range(self, start, end, nvtx, pid, tid):
if all(val is None for val in (start, end, nvtx, pid, tid)):
return None
nvtx_globaltid = None
if nvtx is None:
start = 0 if start is None else start
# If no value is specified, set the end variable to the largest
# possible timestamp value.
end = 0x7FFFFFFFFFFFFFFF if end is None else end
else:
err, nvtx_start, nvtx_end, nvtx_globaltid = self._query_nvtx_filter_range(nvtx)
if err != None:
return err
start = nvtx_start if start is None else start
end = nvtx_end if end is None else end
if start > end:
return "The start time cannot be greater than the end time."
if (pid is not None or tid is not None) and nvtx is not None:
return "The 'nvtx' option cannot be used with 'pid' or 'tid'."
for table in self._tables:
if not self.table_col_exists(table, 'start') or not self.table_col_exists(table, 'end'):
continue
statement = self._CREATE_FILTERED_VIEW_QUERY.format(
TABLE = table, START = start, END = end)
if pid is not None:
if self.table_col_exists(table, 'globalTid'):
statement += ' AND (globalTid >> 24) & 0x00FFFFFF == {PID}'.format(PID = pid)
elif self.table_col_exists(table, 'globalPid'):
statement += ' AND (globalPid >> 24) & 0x00FFFFFF == {PID}'.format(PID = pid)
if tid is not None and self.table_col_exists(table, 'globalTid'):
statement += ' AND globalTid & 0x00FFFFFF == {TID}'.format(TID = tid)
if nvtx_globaltid is not None:
nvtx_pid = (nvtx_globaltid >> 24) & 0x00FFFFFF
nvtx_tid = nvtx_globaltid & 0x00FFFFFF
if self.table_col_exists(table, 'globalTid'):
if nvtx_pid != nvtx_tid:
# NVTX Push/Pop range.
statement += ' AND globalTid == {GLOBAL_TID}'.format(GLOBAL_TID = nvtx_globaltid)
else:
# NVTX Start/End range.
statement += ' AND globalTid >> 24 == {GLOBAL_TID} >> 24'.format(GLOBAL_TID = nvtx_globaltid)
elif self.table_col_exists(table, 'globalPid'):
statement += ' AND globalPid >> 24 == {GLOBAL_TID} >> 24'.format(GLOBAL_TID = nvtx_globaltid)
errmsg = self._execute_statement('DROP VIEW IF EXISTS temp.{TABLE}'.format(TABLE = table))
if errmsg != None:
return errmsg
errmsg = self._execute_statement(statement)
if errmsg != None:
return errmsg
@property
def dbfile(self):
return self._dbfile
@property
def dbfile_basename(self):
return self._dbfile_basename
@property
def parsed_args(self):
return self._parsed_args
@property
def headers(self):
return self._headers
@property
def dbcon(self):
return self._dbcon
@property
def tables(self):
return self._tables
@classmethod
def get_script_name(klass):
if klass.script_name == None:
klass.script_name = os.path.basename(inspect.getmodule(klass).__file__)
if klass.script_name.endswith('.py'):
klass.script_name = klass.script_name[0:-3]
return klass.script_name
@classmethod
def get_display_name(klass):
return klass.display_name
@classmethod
def get_usage_summary(klass):
return klass.get_usage().split("\n", 1)[0]
@classmethod
def get_usage(klass):
return klass.usage.format(
SCRIPT=klass.get_script_name(),
DISPLAY_NAME=klass.get_display_name(),
ROW_LIMIT=klass.DEFAULT_ROW_LIMIT)
@classmethod
def get_should_display(klass):
if klass.get_script_name()[0] == '_':
return False
return klass.should_display
@classmethod
def _get_arg_options(klass):
opts = []
for k in klass.__mro__:
if '_arg_opts' in k.__dict__:
opts.extend(k._arg_opts)
return opts
@classmethod
def Setup(klass, dbfile, args):
try:
report = klass(dbfile, args)
except (klass.Error_MissingDatabaseFile, klass.Error_InvalidDatabaseFile) as err:
return None, klass.EXIT_DB, str(err)
# If/when we upgrade to Python 3.9 or higher, look into passing
# exit_on_error=False to the ArgumentParser constructor and updating
# how errors are handled with the .exit() function.
try:
errmsg = report.setup()
except klass.Error_ArgumentError as ex:
return None, klass.EXIT_INVALID_ARG, str(ex)
if errmsg != None:
return None, klass.EXIT_NODATA, errmsg.format(DBFILE=report.dbfile)
errmsg = report.run_statements()
if errmsg != None:
return None, klass.EXIT_SCRIPT, errmsg
return report, None, None
@classmethod
def Report(klass, dbfile, args):
report, exitval, errmsg = klass.Setup(dbfile, args)
if report == None:
return None, exitval, errmsg
errmsg = report.start_query()
if errmsg != None:
return None, klass.EXIT_SCRIPT, errmsg
return report, None, None
@classmethod
def Main(klass):
if len(sys.argv) <= 1:
print(klass.get_usage())
exit(klass.EXIT_HELP)
dbfile = sys.argv[1]
args = sys.argv[2:]
report, exitval, errmsg = klass.Report(dbfile, args)
if report == None:
print(errmsg, file=sys.stderr)
exit(exitval)
csvw = csv.writer(sys.stdout)
first_row = True
while True:
row = report.get_query_row()
if row == None:
break
if first_row:
first_row = False
csvw.writerow(report.headers)
csvw.writerow(row)
class StatsReport(Report):
def MessageNoResult(self):
return "Report was successfully run, but no data was returned."
class ExpertSystemsReport(Report):
DEFAULT_ROW_LIMIT = 50
_arg_opts = [
[['rows'], {'type': int, 'help': 'max rows', 'default': DEFAULT_ROW_LIMIT}],
]
def setup(self):
err = super().setup()
if err != None:
return err
self._row_limit = self.parsed_args.rows
message_advice = "NO ADVICE MESSAGE DEFINED"
message_noresult = "NO NON-RESULT MESSAGE DEFINED"
def MessageAdvice(self, extended=True):
if extended and hasattr(self, 'message_advice_extended'):
return self.message_advice_extended
return self.message_advice
def MessageNoResult(self):
return self.message_noresult
def MessageRowLimit(self, rows):
if self._row_limit <= 0 or rows < self._row_limit:
return ''
if self._row_limit == 1:
return 'Only the top result is displayed. More data may be available.'
return f"Only the top {rows} results are displayed. More data may be available."
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